{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import torch\n",
    "import smplx"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "amass_data_file = 'dataset/amass/ACCAD/ACCAD/Male2General_c3d/A4- Look Around_poses.npz'\n",
    "amass_data = np.load(amass_data_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['trans', 'gender', 'mocap_framerate', 'betas', 'dmpls', 'poses']\n"
     ]
    }
   ],
   "source": [
    "all_keys = list(amass_data.keys())\n",
    "print(all_keys)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "poses.shape:  (1926, 156)\n",
      "trans.shape:  (1926, 3)\n",
      "betas.shape:  (16,)\n",
      "dmpls.shape:  (1926, 8)\n",
      "gender:  male\n",
      "mocap_framerate:  120.0\n"
     ]
    }
   ],
   "source": [
    "poses_ds = amass_data['poses']\n",
    "trans_ds = amass_data['trans']\n",
    "betas_ds = amass_data['betas']\n",
    "dmpls_ds = amass_data['dmpls']\n",
    "gender_ds = amass_data['gender']\n",
    "mocap_framerate_ds = amass_data['mocap_framerate']\n",
    "\n",
    "print('poses.shape: ', poses_ds.shape)\n",
    "print('trans.shape: ', trans_ds.shape)\n",
    "print('betas.shape: ', betas_ds.shape)\n",
    "print('dmpls.shape: ', dmpls_ds.shape)\n",
    "print('gender: ', gender_ds)\n",
    "print('mocap_framerate: ', mocap_framerate_ds)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using device:  cuda\n"
     ]
    }
   ],
   "source": [
    "# Choose the device to run the body model on.\n",
    "comp_device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "print('Using device: ', comp_device)\n",
    "time_length = len(amass_data['trans'])\n",
    "\n",
    "num_betas = 16 # number of body shape parameters\n",
    "num_dmpls = 8 # number of DMPL parameters\n",
    "\n",
    "body_parms = {\n",
    "    'root_orient': torch.Tensor(amass_data['poses'][:, :3]).to(comp_device), # controls the global root orientation\n",
    "    'pose_body': torch.Tensor(amass_data['poses'][:, 3:66]).to(comp_device), # controls the body\n",
    "    'pose_hand': torch.Tensor(amass_data['poses'][:, 66:]).to(comp_device), # controls the finger articulation\n",
    "    'trans': torch.Tensor(amass_data['trans']).to(comp_device), # controls the global body position\n",
    "    'betas': torch.Tensor(np.repeat(amass_data['betas'][:num_betas][np.newaxis], repeats=time_length, axis=0)).to(comp_device), # controls the body shape. Body shape is static\n",
    "    'dmpls': torch.Tensor(amass_data['dmpls'][:, :num_dmpls]).to(comp_device) # controls soft tissue dynamics\n",
    "}\n",
    "\n",
    "other_parms = {\n",
    "    'gender': gender_ds.item(),\n",
    "    'mocap_framerate': mocap_framerate_ds.item()\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SMPLX(\n",
      "  Gender: MALE\n",
      "  Number of joints: 55\n",
      "  Betas: 16\n",
      "  Number of PCA components: 6\n",
      "  Flat hand mean: False\n",
      "  Number of Expression Coefficients: 10\n",
      "  (vertex_joint_selector): VertexJointSelector()\n",
      ")\n"
     ]
    }
   ],
   "source": [
    "model_folder = './dataset/smpl'\n",
    "model_type = 'smplx'\n",
    "use_face_contour = False\n",
    "num_betas = 16\n",
    "num_expression_coeffs = 10\n",
    "ext = 'npz'\n",
    "gender = gender_ds.item()\n",
    "\n",
    "model = smplx.create(model_folder, model_type=model_type,\n",
    "                        gender=gender, use_face_contour=use_face_contour,\n",
    "                        num_betas=num_betas,\n",
    "                        num_expression_coeffs=num_expression_coeffs,\n",
    "                        ext=ext)\n",
    "model = model.to(comp_device)\n",
    "print(model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# visualize the first frame\n",
    "body_pose = body_parms['pose_body'][0].reshape(1, -1)\n",
    "betas = body_parms['betas'][0].reshape(1, -1)\n",
    "output = model(betas=betas,\n",
    "                body_pose=body_pose, \n",
    "                global_orient=body_parms['root_orient'][0].reshape(1, -1),\n",
    "                transl=body_parms['trans'][0].reshape(1, -1),\n",
    "                return_verts=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Vertices shape = (10475, 3)\n",
      "Joints shape = (127, 3)\n",
      "Joints no face and hands shape = (22, 3)\n"
     ]
    }
   ],
   "source": [
    "vertices = output.vertices.detach().cpu().numpy().squeeze()\n",
    "joints = output.joints.detach().cpu().numpy().squeeze()\n",
    "joints_no_face_hand = joints[:22, :]\n",
    "\n",
    "print('Vertices shape =', vertices.shape)\n",
    "print('Joints shape =', joints.shape)\n",
    "print('Joints no face and hands shape =', joints_no_face_hand.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<mpl_toolkits.mplot3d.art3d.Path3DCollection at 0x7e90235b24c0>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "from mpl_toolkits.mplot3d.art3d import Poly3DCollection\n",
    "\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "mesh = Poly3DCollection(vertices[model.faces][::5], alpha=0.1)\n",
    "face_color = (1.0, 1.0, 0.9)\n",
    "edge_color = (0, 0, 0)\n",
    "mesh.set_edgecolor(edge_color)\n",
    "mesh.set_facecolor(face_color)\n",
    "ax.add_collection3d(mesh)\n",
    "ax.scatter(joints_no_face_hand[:, 0], joints_no_face_hand[:, 1], joints_no_face_hand[:, 2], color='r')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-10-09 06:20:23,353 - INFO - logger - logger initialized\n"
     ]
    }
   ],
   "source": [
    "from poselib.skeleton.skeleton3d import SkeletonTree, SkeletonState, SkeletonMotion\n",
    "from poselib.visualization.common import plot_skeleton_state, plot_skeleton_motion_interactive\n",
    "from poselib.core.rotation3d import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-10-09 06:20:23,528 - INFO - common - plotting \n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'name': 'Pelvis', 'pos': '-0.0024 -0.2414 0.0298'}\n",
      "{'name': 'L_Hip', 'pos': '-0.0173 0.0589 -0.0825'}\n",
      "{'name': 'L_Knee', 'pos': '0.0082 0.0434 -0.3872'}\n",
      "{'name': 'L_Ankle', 'pos': '-0.0376 -0.015 -0.4293'}\n",
      "{'name': 'L_Toe', 'pos': '0.1227 0.0408 -0.0605'}\n",
      "{'name': 'R_Hip', 'pos': '-0.0131 -0.0606 -0.0908'}\n",
      "{'name': 'R_Knee', 'pos': '-0.0049 -0.0432 -0.3846'}\n",
      "{'name': 'R_Ankle', 'pos': '-0.0348 0.0192 -0.4224'}\n",
      "{'name': 'R_Toe', 'pos': '0.131 -0.0352 -0.0622'}\n",
      "{'name': 'Torso', 'pos': '-0.0393 0.0045 0.125'}\n",
      "{'name': 'Spine', 'pos': '0.0265 0.0045 0.1381'}\n",
      "{'name': 'Chest', 'pos': '0.0029 -0.0022 0.0561'}\n",
      "{'name': 'Neck', 'pos': '-0.034 -0.0134 0.2126'}\n",
      "{'name': 'Head', 'pos': '0.0502 0.0102 0.0885'}\n",
      "{'name': 'L_Thorax', 'pos': '-0.0189 0.0722 0.1146'}\n",
      "{'name': 'L_Shoulder', 'pos': '-0.0193 0.1237 0.0454'}\n",
      "{'name': 'L_Elbow', 'pos': '-0.0236 0.2562 -0.0158'}\n",
      "{'name': 'L_Wrist', 'pos': '-0.0071 0.2675 0.013'}\n",
      "{'name': 'L_Hand', 'pos': '-0.0157 0.0874 -0.0107'}\n",
      "{'name': 'R_Thorax', 'pos': '-0.0238 -0.0832 0.113'}\n",
      "{'name': 'R_Shoulder', 'pos': '-0.0087 -0.1138 0.047'}\n",
      "{'name': 'R_Elbow', 'pos': '-0.032 -0.2612 -0.0143'}\n",
      "{'name': 'R_Wrist', 'pos': '-0.0059 -0.2705 0.0067'}\n",
      "{'name': 'R_Hand', 'pos': '-0.0102 -0.0894 -0.0087'}\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "smpl_mjcf_file = 'mjcf/smpl/smpl.xml'\n",
    "smpl_tpose = SkeletonTree.from_mjcf(smpl_mjcf_file)\n",
    "smpl_zero_pose = SkeletonState.zero_pose(smpl_tpose)\n",
    "plot_skeleton_state(smpl_zero_pose)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "local node name = Pelvis idx = 0\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = R_Hip idx = 1\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = L_Hip idx = 2\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = Torso idx = 3\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = R_Knee idx = 4\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = L_Knee idx = 5\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = Spine idx = 6\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = R_Ankle idx = 7\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = L_Ankle idx = 8\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = Chest idx = 9\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = R_Toe idx = 10\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = L_Toe idx = 11\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = Neck idx = 12\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = R_Thorax idx = 13\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = L_Thorax idx = 14\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = Head idx = 15\n",
      "skip head\n",
      "local node name = R_Shoulder idx = 16\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = L_Shoulder idx = 17\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = R_Elbow idx = 18\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = L_Elbow idx = 19\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = R_Wrist idx = 20\n",
      "tensor([0., 0., 0., 1.])\n",
      "local node name = L_Wrist idx = 21\n",
      "tensor([0., 0., 0., 1.])\n"
     ]
    }
   ],
   "source": [
    "num_motion_frames = body_parms['pose_body'].shape[0]\n",
    "smpl_node_name_order = ['Pelvis',  # 0\n",
    "                        'R_Hip',  # 1\n",
    "                        'L_Hip',  # 2\n",
    "                        'Torso',  # 3 (spine1)\n",
    "                        'R_Knee',  # 4\n",
    "                        'L_Knee',  # 5\n",
    "                        'Spine',  # 6 (spine2)\n",
    "                        'R_Ankle',  # 7\n",
    "                        'L_Ankle',  # 8\n",
    "                        'Chest',  # 9 (spine3)\n",
    "                        'R_Toe',  # 10\n",
    "                        'L_Toe',  # 11\n",
    "                        'Neck',  # 12\n",
    "                        'R_Thorax',  # 13 (r_collar)\n",
    "                        'L_Thorax',  # 14 (l_collar)\n",
    "                        'Head',  # 15\n",
    "                        'R_Shoulder',  # 16\n",
    "                        'L_Shoulder',  # 17\n",
    "                        'R_Elbow',  # 18\n",
    "                        'L_Elbow',  # 19\n",
    "                        'R_Wrist',  # 20\n",
    "                        'L_Wrist',  # 21\n",
    "                        'R_Hand',  # 22\n",
    "                        'L_Hand'  # 23\n",
    "                        ]\n",
    "\n",
    "pose_list = []\n",
    "\n",
    "for i in range(num_motion_frames):\n",
    "    body_pose = body_parms['pose_body'][i]\n",
    "    cur_pose = SkeletonState.zero_pose(smpl_tpose)\n",
    "    for j in range(22): # drop left hand, right hand\n",
    "        print('local node name =', smpl_node_name_order[j], 'idx =', j)\n",
    "        if smpl_node_name_order[j] == 'Head':\n",
    "            print('skip head')\n",
    "            continue\n",
    "        angle = body_pose[3*j:3*(j+1)] if j<smpl_node_name_order.index('Head') else body_pose[3*(j-1):3*j]\n",
    "        angle_deg = torch.linalg.norm(angle) * 180 / np.pi\n",
    "        angle_axis = angle / torch.linalg.norm(angle)\n",
    "        node_rot = quat_from_angle_axis(angle_deg, angle_axis)\n",
    "        cur_pose.local_rotation[smpl_tpose.index(smpl_node_name_order[j])] = quat_mul(node_rot, \n",
    "                            smpl_zero_pose.local_rotation[smpl_tpose.index(smpl_node_name_order[j])])\n",
    "\n",
    "    pose_list.append(cur_pose)\n",
    "    break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-10-09 06:20:23,983 - INFO - common - plotting \n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# draw the first frame\n",
    "plot_skeleton_state(pose_list[0])"
   ]
  }
 ],
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